We use cookies to ensure you get the best experience on our website
Home Explore Help News
Register Sign In
juliankosciessa
/
eegmp_preproc
DOI
10.12751/g-node.6nhr1y
1
0
Fork 1
Files Issues 0 Pull Requests 0 Wiki
Tree: 2048a6aa01
Branches Tags
eegmp_preproc
/
data
/
outputs
/
history
/
log_sub-014_ica1_16-Nov-2021.txt

log_sub-014_ica1_16-Nov-2021.txt 42 KB
History Download

123456789101112131415161718192021222324252627282930313233343536373839404142434445464748495051525354555657585960616263646566676869707172737475767778798081828384858687888990919293949596979899100101102103104105106107108109110111112113114115116117118119120121122123124125126127128129130131132133134135136137138139140141142143144145146147148149150151152153154155156157158159160161162163164165166167168169170171172173174175176177178179180181182183184185186187188189190191192193194195196197198199200201202203204205206207208209210211212213214215216217218219220221222223224225226227228229230231232233234235236237238239240241242243244245246247248249250251252253254255256257258259260261262263264265266267268269270271272273274275276277278279280281282283284285286287288289290291292293294295296297298299300301302303304305306307308309310311312313314315316317318319320321322323324325326327328329330331332333334335336337338339340341342343344345346347348349350351352353354355356357358359360361362363364365366367368369370371372373374375376377378379380381382383384385386387388389390391392393394395396397398399400401402403404405406407408409410411412413414415416417418419420421422423424425426427428429430431432433434435436437438439440441442443444445446447448449450451452453454455456457458459460461462463464465466467468469470471472473474475476477478479480481482483484485486487488489490491492493494495496497498499500501502503504505506507508509510511512513514515516517518519520521522523524525526527528529530531532533534535536537538539540541542543544545546547548549550551552553554555556557558559560561562563564565566567568569570571572573574575576577578579580581582583584 
  1. 

  2. Input data size [72,843500] = 72 channels, 843500 frames
    3. 

  3. Finding 72 ICA components using extended ICA.
    4. 

  4. Kurtosis will be calculated initially every 1 blocks using 6000 data points.
    5. 

  5. Decomposing 162 frames per ICA weight ((5184)^2 = 843500 weights, Initial learning rate will be 0.001, block size 69.
    6. 

  6. Learning rate will be multiplied by 0.98 whenever angledelta >= 60 deg.
    7. 

  7. More than 32 channels: default stopping weight change 1E-7
    8. 

  8. Training will end when wchange < 1e-07 or after 512 steps.
    9. 

  9. Online bias adjustment will be used.
    10. 

  10. Removing mean of each channel ...
    11. 

  11. Final training data range: -6.16237 to 7.38293
    12. 

  12. Computing the sphering matrix...
    13. 

  13. Starting weights are the identity matrix ...
    14. 

  14. Sphering the data ...
    15. 

  15. Beginning ICA training ... first training step may be slow ...
    16. 

  16. Lowering learning rate to 0.0009 and starting again.
    17. 

  17. Lowering learning rate to 0.00081 and starting again.
    18. 

  18. Lowering learning rate to 0.000729 and starting again.
    19. 

  19. Lowering learning rate to 0.0006561 and starting again.
    20. 

  20. Lowering learning rate to 0.00059049 and starting again.
    21. 

  21. Lowering learning rate to 0.000531441 and starting again.
    22. 

  22. Lowering learning rate to 0.000478297 and starting again.
    23. 

  23. Lowering learning rate to 0.000430467 and starting again.
    24. 

  24. Lowering learning rate to 0.00038742 and starting again.
    25. 

  25. Lowering learning rate to 0.000348678 and starting again.
    26. 

  26. Lowering learning rate to 0.000313811 and starting again.
    27. 

  27. Lowering learning rate to 0.00028243 and starting again.
    28. 

  28. Lowering learning rate to 0.000254187 and starting again.
    29. 

  29. Lowering learning rate to 0.000228768 and starting again.
    30. 

  30. Lowering learning rate to 0.000205891 and starting again.
    31. 

  31. Lowering learning rate to 0.000185302 and starting again.
    32. 

  32. Lowering learning rate to 0.000166772 and starting again.
    33. 

  33. Lowering learning rate to 0.000150095 and starting again.
    34. 

  34. Lowering learning rate to 0.000135085 and starting again.
    35. 

  35. Lowering learning rate to 0.000121577 and starting again.
    36. 

  36. Lowering learning rate to 0.000109419 and starting again.
    37. 

  37. Lowering learning rate to 9.84771e-05 and starting again.
    38. 

  38. Lowering learning rate to 8.86294e-05 and starting again.
    39. 

  39. Lowering learning rate to 7.97664e-05 and starting again.
    40. 

  40. Lowering learning rate to 7.17898e-05 and starting again.
    41. 

  41. Lowering learning rate to 6.46108e-05 and starting again.
    42. 

  42. Lowering learning rate to 5.81497e-05 and starting again.
    43. 

  43. Lowering learning rate to 5.23348e-05 and starting again.
    44. 

  44. Lowering learning rate to 4.71013e-05 and starting again.
    45. 

  45. Lowering learning rate to 4.23912e-05 and starting again.
    46. 

  46. Lowering learning rate to 3.8152e-05 and starting again.
    47. 

  47. Lowering learning rate to 3.43368e-05 and starting again.
    48. 

  48. Lowering learning rate to 3.09032e-05 and starting again.
    49. 

  49. Lowering learning rate to 2.78128e-05 and starting again.
    50. 

  50. Lowering learning rate to 2.50316e-05 and starting again.
    51. 

  51. Lowering learning rate to 2.25284e-05 and starting again.
    52. 

  52. step 1 - lrate 0.000023, wchange 30660477763055680.00000000, angledelta  0.0 deg
    53. 

  53. Lowering learning rate to 1.62204e-05 and starting again.
    54. 

  54. step 1 - lrate 0.000016, wchange 752874549780.81835938, angledelta  0.0 deg
    55. 

  55. Lowering learning rate to 1.16787e-05 and starting again.
    56. 

  56. step 1 - lrate 0.000012, wchange 356889750.41407818, angledelta  0.0 deg
    57. 

  57. Lowering learning rate to 1.05109e-05 and starting again.
    58. 

  58. step 1 - lrate 0.000011, wchange 49832096.64897959, angledelta  0.0 deg
    59. 

  59. step 2 - lrate 0.000011, wchange 2481470978628230.50000000, angledelta  0.0 deg
    60. 

  60. Lowering learning rate to 7.56781e-06 and starting again.
    61. 

  61. step 1 - lrate 0.000008, wchange 347871.58350097, angledelta  0.0 deg
    62. 

  62. step 2 - lrate 0.000008, wchange 121406929121.40493774, angledelta  0.0 deg
    63. 

  63. step 3 - lrate 0.000006, wchange 3268755260576843.50000000, angledelta  0.5 deg
    64. 

  64. Lowering learning rate to 4.35906e-06 and starting again.
    65. 

  65. step 1 - lrate 0.000004, wchange 1507.99979044, angledelta  0.0 deg
    66. 

  66. step 2 - lrate 0.000004, wchange 2311009.56342362, angledelta  0.0 deg
    67. 

  67. step 3 - lrate 0.000004, wchange 3604466419.11324120, angledelta  7.6 deg
    68. 

  68. step 4 - lrate 0.000003, wchange 1220384263611.20385742, angledelta  7.6 deg
    69. 

  69. step 5 - lrate 0.000003, wchange 123156111359647.12500000, angledelta  7.6 deg
    70. 

  70. step 6 - lrate 0.000002, wchange 4650380725251707.00000000, angledelta  7.6 deg
    71. 

  71. Lowering learning rate to 1.60692e-06 and starting again.
    72. 

  72. step 1 - lrate 0.000002, wchange 33.17077220, angledelta  0.0 deg
    73. 

  73. step 2 - lrate 0.000002, wchange 124.56914181, angledelta  0.0 deg
    74. 

  74. step 3 - lrate 0.000002, wchange 1873.01033808, angledelta 60.0 deg
    75. 

  75. step 4 - lrate 0.000002, wchange 26173.30607967, angledelta  0.1 deg
    76. 

  76. step 5 - lrate 0.000002, wchange 372829.00248071, angledelta  0.1 deg
    77. 

  77. step 6 - lrate 0.000002, wchange 5310810.75644862, angledelta  0.1 deg
    78. 

  78. step 7 - lrate 0.000002, wchange 75650528.40447804, angledelta  0.1 deg
    79. 

  79. step 8 - lrate 0.000002, wchange 1077613703.27096534, angledelta  0.1 deg
    80. 

  80. step 9 - lrate 0.000001, wchange 7153125397.10959816, angledelta  0.1 deg
    81. 

  81. step 10 - lrate 0.000001, wchange 29980354880.87890244, angledelta  0.1 deg
    82. 

  82. step 11 - lrate 0.000001, wchange 86739732524.74481201, angledelta  0.1 deg
    83. 

  83. step 12 - lrate 0.000001, wchange 186222825914.27395630, angledelta  0.1 deg
    84. 

  84. step 13 - lrate 0.000001, wchange 314537108417.75262451, angledelta  0.1 deg
    85. 

  85. step 14 - lrate 0.000000, wchange 438158050073.48858643, angledelta  0.1 deg
    86. 

  86. step 15 - lrate 0.000000, wchange 522909324477.82788086, angledelta  0.1 deg
    87. 

  87. step 16 - lrate 0.000000, wchange 551251999099.39489746, angledelta  0.1 deg
    88. 

  88. step 17 - lrate 0.000000, wchange 526121301912.09057617, angledelta  0.1 deg
    89. 

  89. step 18 - lrate 0.000000, wchange 463674350852.63488770, angledelta  0.1 deg
    90. 

  90. step 19 - lrate 0.000000, wchange 383368383922.89166260, angledelta  0.1 deg
    91. 

  91. step 20 - lrate 0.000000, wchange 301173411265.24536133, angledelta  0.1 deg
    92. 

  92. step 21 - lrate 0.000000, wchange 227111710770.87026978, angledelta  0.1 deg
    93. 

  93. step 22 - lrate 0.000000, wchange 165741328429.73587036, angledelta  0.1 deg
    94. 

  94. step 23 - lrate 0.000000, wchange 117823162649.79801941, angledelta  0.1 deg
    95. 

  95. step 24 - lrate 0.000000, wchange 82018810980.72129822, angledelta  0.1 deg
    96. 

  96. step 25 - lrate 0.000000, wchange 56143581051.61232758, angledelta  0.1 deg
    97. 

  97. step 26 - lrate 0.000000, wchange 37918245139.57049561, angledelta  0.1 deg
    98. 

  98. step 27 - lrate 0.000000, wchange 25335210483.28527451, angledelta  0.1 deg
    99. 

  99. step 28 - lrate 0.000000, wchange 16782733371.30433846, angledelta  0.1 deg
    100. 

  100. step 29 - lrate 0.000000, wchange 11041039463.56059837, angledelta  0.1 deg
    101. 

  101. step 30 - lrate 0.000000, wchange 7223775480.56211281, angledelta  0.1 deg
    102. 

  102. step 31 - lrate 0.000000, wchange 4705480292.27065086, angledelta  0.1 deg
    103. 

  103. step 32 - lrate 0.000000, wchange 3054301604.35641813, angledelta  0.1 deg
    104. 

  104. step 33 - lrate 0.000000, wchange 1976944178.72264504, angledelta  0.1 deg
    105. 

  105. step 34 - lrate 0.000000, wchange 1276722373.52320266, angledelta  0.1 deg
    106. 

  106. step 35 - lrate 0.000000, wchange 823027152.39442647, angledelta  0.1 deg
    107. 

  107. step 36 - lrate 0.000000, wchange 828330033.84623182, angledelta  0.1 deg
    108. 

  108. step 37 - lrate 0.000000, wchange 833667078.92963171, angledelta  0.1 deg
    109. 

  109. step 38 - lrate 0.000000, wchange 839038508.68168437, angledelta  0.1 deg
    110. 

  110. step 39 - lrate 0.000000, wchange 844444540.44370997, angledelta  0.1 deg
    111. 

  111. step 40 - lrate 0.000000, wchange 849885408.72726536, angledelta  0.1 deg
    112. 

  112. step 41 - lrate 0.000000, wchange 855361318.16961455, angledelta  0.1 deg
    113. 

  113. step 42 - lrate 0.000000, wchange 860872509.92451608, angledelta  0.1 deg
    114. 

  114. step 43 - lrate 0.000000, wchange 866419209.28959155, angledelta  0.1 deg
    115. 

  115. step 44 - lrate 0.000000, wchange 872001646.30685115, angledelta  0.1 deg
    116. 

  116. step 45 - lrate 0.000000, wchange 877620041.27615583, angledelta  0.1 deg
    117. 

  117. step 46 - lrate 0.000000, wchange 883274637.97458088, angledelta  0.1 deg
    118. 

  118. step 47 - lrate 0.000000, wchange 888965663.34242296, angledelta  0.1 deg
    119. 

  119. step 48 - lrate 0.000000, wchange 894693348.97366583, angledelta  0.1 deg
    120. 

  120. step 49 - lrate 0.000000, wchange 900457939.24285567, angledelta  0.1 deg
    121. 

  121. step 50 - lrate 0.000000, wchange 906259665.21639085, angledelta  0.1 deg
    122. 

  122. step 51 - lrate 0.000000, wchange 912098769.48899639, angledelta  0.1 deg
    123. 

  123. step 52 - lrate 0.000000, wchange 917975488.26732397, angledelta  0.1 deg
    124. 

  124. step 53 - lrate 0.000000, wchange 923890070.83085287, angledelta  0.1 deg
    125. 

  125. step 54 - lrate 0.000000, wchange 929842756.03214753, angledelta  0.1 deg
    126. 

  126. step 55 - lrate 0.000000, wchange 935833789.08839440, angledelta  0.1 deg
    127. 

  127. step 56 - lrate 0.000000, wchange 941863420.72023392, angledelta  0.1 deg
    128. 

  128. step 57 - lrate 0.000000, wchange 947931898.55452466, angledelta  0.1 deg
    129. 

  129. step 58 - lrate 0.000000, wchange 954039469.08732259, angledelta  0.1 deg
    130. 

  130. step 59 - lrate 0.000000, wchange 960186388.81370080, angledelta  0.1 deg
    131. 

  131. step 60 - lrate 0.000000, wchange 966372906.28887534, angledelta  0.1 deg
    132. 

  132. step 61 - lrate 0.000000, wchange 972599280.81990385, angledelta  0.1 deg
    133. 

  133. step 62 - lrate 0.000000, wchange 978865768.84186947, angledelta  0.1 deg
    134. 

  134. step 63 - lrate 0.000000, wchange 985172629.14526641, angledelta  0.1 deg
    135. 

  135. step 64 - lrate 0.000000, wchange 991520119.03366172, angledelta  0.1 deg
    136. 

  136. step 65 - lrate 0.000000, wchange 997908492.99301255, angledelta  0.1 deg
    137. 

  137. step 66 - lrate 0.000000, wchange 1004338032.56777883, angledelta  0.1 deg
    138. 

  138. step 67 - lrate 0.000000, wchange 646502247.45192719, angledelta  0.1 deg
    139. 

  139. step 68 - lrate 0.000000, wchange 649832441.07811034, angledelta  0.1 deg
    140. 

  140. step 69 - lrate 0.000000, wchange 653179783.30593121, angledelta  0.1 deg
    141. 

  141. step 70 - lrate 0.000000, wchange 656544368.26096606, angledelta  0.1 deg
    142. 

  142. step 71 - lrate 0.000000, wchange 659926279.68284047, angledelta  0.1 deg
    143. 

  143. step 72 - lrate 0.000000, wchange 663325609.71303570, angledelta  0.1 deg
    144. 

  144. step 73 - lrate 0.000000, wchange 666742450.06119549, angledelta  0.1 deg
    145. 

  145. step 74 - lrate 0.000000, wchange 670176887.07683980, angledelta  0.1 deg
    146. 

  146. step 75 - lrate 0.000000, wchange 673629014.79074097, angledelta  0.1 deg
    147. 

  147. step 76 - lrate 0.000000, wchange 677098922.36738992, angledelta  0.1 deg
    148. 

  148. step 77 - lrate 0.000000, wchange 680586702.72209907, angledelta  0.1 deg
    149. 

  149. step 78 - lrate 0.000000, wchange 684092439.73719394, angledelta  0.1 deg
    150. 

  150. step 79 - lrate 0.000000, wchange 687616240.06418800, angledelta  0.1 deg
    151. 

  151. step 80 - lrate 0.000000, wchange 691158187.64645851, angledelta  0.1 deg
    152. 

  152. step 81 - lrate 0.000000, wchange 694718375.09784973, angledelta  0.1 deg
    153. 

  153. step 82 - lrate 0.000000, wchange 698296903.68478298, angledelta  0.1 deg
    154. 

  154. step 83 - lrate 0.000000, wchange 701893856.96024311, angledelta  0.1 deg
    155. 

  155. step 84 - lrate 0.000000, wchange 705509342.37156403, angledelta  0.1 deg
    156. 

  156. step 85 - lrate 0.000000, wchange 709143447.35494483, angledelta  0.1 deg
    157. 

  157. step 86 - lrate 0.000000, wchange 712796265.03905046, angledelta  0.1 deg
    158. 

  158. step 87 - lrate 0.000000, wchange 716467899.18640482, angledelta  0.1 deg
    159. 

  159. step 88 - lrate 0.000000, wchange 720158444.33905065, angledelta  0.1 deg
    160. 

  160. step 89 - lrate 0.000000, wchange 723867995.42448843, angledelta  0.1 deg
    161. 

  161. step 90 - lrate 0.000000, wchange 727596653.97384703, angledelta  0.1 deg
    162. 

  162. step 91 - lrate 0.000000, wchange 731344517.17163408, angledelta  0.1 deg
    163. 

  163. step 92 - lrate 0.000000, wchange 735111680.27253819, angledelta  0.1 deg
    164. 

  164. step 93 - lrate 0.000000, wchange 738898243.74558008, angledelta  0.1 deg
    165. 

  165. step 94 - lrate 0.000000, wchange 742704314.06531918, angledelta  0.1 deg
    166. 

  166. step 95 - lrate 0.000000, wchange 746529985.53317738, angledelta  0.1 deg
    167. 

  167. step 96 - lrate 0.000000, wchange 750375363.30353212, angledelta  0.1 deg
    168. 

  168. step 97 - lrate 0.000000, wchange 754240535.89609694, angledelta  0.1 deg
    169. 

  169. step 98 - lrate 0.000000, wchange 758125623.99195671, angledelta  0.1 deg
    170. 

  170. step 99 - lrate 0.000000, wchange 762030719.11779797, angledelta  0.1 deg
    171. 

  171. step 100 - lrate 0.000000, wchange 765955928.04929256, angledelta  0.1 deg
    172. 

  172. step 101 - lrate 0.000000, wchange 769901347.20841181, angledelta  0.1 deg
    173. 

  173. step 102 - lrate 0.000000, wchange 773867092.92572832, angledelta  0.1 deg
    174. 

  174. step 103 - lrate 0.000000, wchange 777853261.44655252, angledelta  0.1 deg
    175. 

  175. step 104 - lrate 0.000000, wchange 781859956.79203033, angledelta  0.1 deg
    176. 

  176. step 105 - lrate 0.000000, wchange 785887289.54394197, angledelta  0.1 deg
    177. 

  177. step 106 - lrate 0.000000, wchange 789935365.18261874, angledelta  0.1 deg
    178. 

  178. step 107 - lrate 0.000000, wchange 794004290.44930553, angledelta  0.1 deg
    179. 

  179. step 108 - lrate 0.000000, wchange 798094164.95984471, angledelta  0.1 deg
    180. 

  180. step 109 - lrate 0.000000, wchange 802205108.23342335, angledelta  0.1 deg
    181. 

  181. step 110 - lrate 0.000000, wchange 806337227.08585286, angledelta  0.1 deg
    182. 

  182. step 111 - lrate 0.000000, wchange 810490621.62522388, angledelta  0.1 deg
    183. 

  183. step 112 - lrate 0.000000, wchange 814665408.59973335, angledelta  0.1 deg
    184. 

  184. step 113 - lrate 0.000000, wchange 818861697.42790532, angledelta  0.1 deg
    185. 

  185. step 114 - lrate 0.000000, wchange 823079597.79724371, angledelta  0.1 deg
    186. 

  186. step 115 - lrate 0.000000, wchange 827319216.43177366, angledelta  0.1 deg
    187. 

  187. step 116 - lrate 0.000000, wchange 831580673.80769610, angledelta  0.1 deg
    188. 

  188. step 117 - lrate 0.000000, wchange 835864079.36657596, angledelta  0.1 deg
    189. 

  189. step 118 - lrate 0.000000, wchange 840169545.36633313, angledelta  0.1 deg
    190. 

  190. step 119 - lrate 0.000000, wchange 844497181.68588364, angledelta  0.1 deg
    191. 

  191. step 120 - lrate 0.000000, wchange 848847111.15534079, angledelta  0.1 deg
    192. 

  192. step 121 - lrate 0.000000, wchange 853219435.92186427, angledelta  0.1 deg
    193. 

  193. step 122 - lrate 0.000000, wchange 857614284.09011006, angledelta  0.1 deg
    194. 

  194. step 123 - lrate 0.000000, wchange 862031764.57500052, angledelta  0.1 deg
    195. 

  195. step 124 - lrate 0.000000, wchange 866472000.81294477, angledelta  0.1 deg
    196. 

  196. step 125 - lrate 0.000000, wchange 870935097.12183452, angledelta  0.1 deg
    197. 

  197. step 126 - lrate 0.000000, wchange 875421180.37933314, angledelta  0.1 deg
    198. 

  198. step 127 - lrate 0.000000, wchange 879930368.96525359, angledelta  0.1 deg
    199. 

  199. step 128 - lrate 0.000000, wchange 884462782.35239398, angledelta  0.1 deg
    200. 

  200. step 129 - lrate 0.000000, wchange 889018531.68780887, angledelta  0.1 deg
    201. 

  201. step 130 - lrate 0.000000, wchange 893597743.86160696, angledelta  0.1 deg
    202. 

  202. step 131 - lrate 0.000000, wchange 898200539.52586019, angledelta  0.1 deg
    203. 

  203. step 132 - lrate 0.000000, wchange 902827048.88471019, angledelta  0.1 deg
    204. 

  204. step 133 - lrate 0.000000, wchange 907477373.19767582, angledelta  0.1 deg
    205. 

  205. step 134 - lrate 0.000000, wchange 912151650.84481394, angledelta  0.1 deg
    206. 

  206. step 135 - lrate 0.000000, wchange 916850006.30156434, angledelta  0.1 deg
    207. 

  207. step 136 - lrate 0.000000, wchange 921572553.86201882, angledelta  0.1 deg
    208. 

  208. step 137 - lrate 0.000000, wchange 926319418.13009429, angledelta  0.1 deg
    209. 

  209. step 138 - lrate 0.000000, wchange 931090737.26393008, angledelta  0.1 deg
    210. 

  210. step 139 - lrate 0.000000, wchange 935886619.82736588, angledelta  0.1 deg
    211. 

  211. step 140 - lrate 0.000000, wchange 940707203.52452397, angledelta  0.1 deg
    212. 

  212. step 141 - lrate 0.000000, wchange 945552614.68586802, angledelta  0.1 deg
    213. 

  213. step 142 - lrate 0.000000, wchange 950422981.67090774, angledelta  0.1 deg
    214. 

  214. step 143 - lrate 0.000000, wchange 955318425.19510484, angledelta  0.1 deg
    215. 

  215. step 144 - lrate 0.000000, wchange 960239088.54229259, angledelta  0.1 deg
    216. 

  216. step 145 - lrate 0.000000, wchange 965185083.15598464, angledelta  0.1 deg
    217. 

  217. step 146 - lrate 0.000000, wchange 970156555.46398604, angledelta  0.1 deg
    218. 

  218. step 147 - lrate 0.000000, wchange 975153627.56584692, angledelta  0.1 deg
    219. 

  219. step 148 - lrate 0.000000, wchange 980176437.26686037, angledelta  0.1 deg
    220. 

  220. step 149 - lrate 0.000000, wchange 985225107.34220314, angledelta  0.1 deg
    221. 

  221. step 150 - lrate 0.000000, wchange 990299786.22897089, angledelta  0.1 deg
    222. 

  222. step 151 - lrate 0.000000, wchange 995400593.60761869, angledelta  0.1 deg
    223. 

  223. step 152 - lrate 0.000000, wchange 1000527664.91615772, angledelta  0.1 deg
    224. 

  224. step 153 - lrate 0.000000, wchange 643305253.54439688, angledelta  0.1 deg
    225. 

  225. step 154 - lrate 0.000000, wchange 645954693.69260812, angledelta  0.1 deg
    226. 

  226. step 155 - lrate 0.000000, wchange 648615048.05065012, angledelta  0.1 deg
    227. 

  227. step 156 - lrate 0.000000, wchange 651286361.48246253, angledelta  0.1 deg
    228. 

  228. step 157 - lrate 0.000000, wchange 653968666.94775033, angledelta  0.1 deg
    229. 

  229. step 158 - lrate 0.000000, wchange 656662025.01751578, angledelta  0.1 deg
    230. 

  230. step 159 - lrate 0.000000, wchange 659366470.09067690, angledelta  0.1 deg
    231. 

  231. step 160 - lrate 0.000000, wchange 662082055.42424250, angledelta  0.1 deg
    232. 

  232. step 161 - lrate 0.000000, wchange 664808811.59925866, angledelta  0.1 deg
    233. 

  233. step 162 - lrate 0.000000, wchange 667546802.35661232, angledelta  0.1 deg
    234. 

  234. step 163 - lrate 0.000000, wchange 670296070.80214286, angledelta  0.1 deg
    235. 

  235. step 164 - lrate 0.000000, wchange 673056655.49355924, angledelta  0.1 deg
    236. 

  236. step 165 - lrate 0.000000, wchange 675828608.16496301, angledelta  0.1 deg
    237. 

  237. step 166 - lrate 0.000000, wchange 678611973.79689682, angledelta  0.1 deg
    238. 

  238. step 167 - lrate 0.000000, wchange 681406801.82363534, angledelta  0.1 deg
    239. 

  239. step 168 - lrate 0.000000, wchange 684213136.88259828, angledelta  0.1 deg
    240. 

  240. step 169 - lrate 0.000000, wchange 687031027.71436536, angledelta  0.1 deg
    241. 

  241. step 170 - lrate 0.000000, wchange 689860525.84838855, angledelta  0.1 deg
    242. 

  242. step 171 - lrate 0.000000, wchange 692701670.78752208, angledelta  0.1 deg
    243. 

  243. step 172 - lrate 0.000000, wchange 695554513.45701134, angledelta  0.1 deg
    244. 

  244. step 173 - lrate 0.000000, wchange 698419105.20947170, angledelta  0.1 deg
    245. 

  245. step 174 - lrate 0.000000, wchange 701295494.95417559, angledelta  0.1 deg
    246. 

  246. step 175 - lrate 0.000000, wchange 704183723.83907902, angledelta  0.1 deg
    247. 

  247. step 176 - lrate 0.000000, wchange 707083850.80335283, angledelta  0.1 deg
    248. 

  248. step 177 - lrate 0.000000, wchange 709995912.41949463, angledelta  0.1 deg
    249. 

  249. step 178 - lrate 0.000000, wchange 712919970.42076707, angledelta  0.1 deg
    250. 

  250. step 179 - lrate 0.000000, wchange 715856062.81213474, angledelta  0.1 deg
    251. 

  251. step 180 - lrate 0.000000, wchange 718804247.10789073, angledelta  0.1 deg
    252. 

  252. step 181 - lrate 0.000000, wchange 721764568.99405062, angledelta  0.1 deg
    253. 

  253. step 182 - lrate 0.000000, wchange 724737082.91314876, angledelta  0.1 deg
    254. 

  254. step 183 - lrate 0.000000, wchange 727721839.07007134, angledelta  0.1 deg
    255. 

  255. step 184 - lrate 0.000000, wchange 730718878.85481250, angledelta  0.1 deg
    256. 

  256. step 185 - lrate 0.000000, wchange 733728263.25694764, angledelta  0.1 deg
    257. 

  257. step 186 - lrate 0.000000, wchange 736750041.98671257, angledelta  0.1 deg
    258. 

  258. step 187 - lrate 0.000000, wchange 739784253.37775671, angledelta  0.1 deg
    259. 

  259. step 188 - lrate 0.000000, wchange 742830971.04054546, angledelta  0.1 deg
    260. 

  260. step 189 - lrate 0.000000, wchange 745890219.76286399, angledelta  0.1 deg
    261. 

  261. step 190 - lrate 0.000000, wchange 748962074.49043262, angledelta  0.1 deg
    262. 

  262. step 191 - lrate 0.000000, wchange 752046578.17939603, angledelta  0.1 deg
    263. 

  263. step 192 - lrate 0.000000, wchange 755143774.93912053, angledelta  0.1 deg
    264. 

  264. step 193 - lrate 0.000000, wchange 758253724.97435045, angledelta  0.1 deg
    265. 

  265. step 194 - lrate 0.000000, wchange 761376487.24650443, angledelta  0.1 deg
    266. 

  266. step 195 - lrate 0.000000, wchange 764512100.03114378, angledelta  0.1 deg
    267. 

  267. step 196 - lrate 0.000000, wchange 767660628.51125038, angledelta  0.1 deg
    268. 

  268. step 197 - lrate 0.000000, wchange 770822122.19265676, angledelta  0.1 deg
    269. 

  269. step 198 - lrate 0.000000, wchange 773996630.09698224, angledelta  0.1 deg
    270. 

  270. step 199 - lrate 0.000000, wchange 777184213.38602912, angledelta  0.1 deg
    271. 

  271. step 200 - lrate 0.000000, wchange 780384913.07648766, angledelta  0.1 deg
    272. 

  272. step 201 - lrate 0.000000, wchange 783598792.39617085, angledelta  0.1 deg
    273. 

  273. step 202 - lrate 0.000000, wchange 786825912.02707100, angledelta  0.1 deg
    274. 

  274. step 203 - lrate 0.000000, wchange 790066313.25055134, angledelta  0.1 deg
    275. 

  275. step 204 - lrate 0.000000, wchange 793320062.58927608, angledelta  0.1 deg
    276. 

  276. step 205 - lrate 0.000000, wchange 796587200.69893003, angledelta  0.1 deg
    277. 

  277. step 206 - lrate 0.000000, wchange 799867792.49709833, angledelta  0.1 deg
    278. 

  278. step 207 - lrate 0.000000, wchange 803161898.62763512, angledelta  0.1 deg
    279. 

  279. step 208 - lrate 0.000000, wchange 806469559.69710684, angledelta  0.1 deg
    280. 

  280. step 209 - lrate 0.000000, wchange 809790845.36193931, angledelta  0.1 deg
    281. 

  281. step 210 - lrate 0.000000, wchange 813125800.41551638, angledelta  0.1 deg
    282. 

  282. step 211 - lrate 0.000000, wchange 816474494.98664463, angledelta  0.1 deg
    283. 

  283. step 212 - lrate 0.000000, wchange 819836974.97379792, angledelta  0.1 deg
    284. 

  284. step 213 - lrate 0.000000, wchange 823213291.05542338, angledelta  0.1 deg
    285. 

  285. step 214 - lrate 0.000000, wchange 826603514.10888755, angledelta  0.1 deg
    286. 

  286. step 215 - lrate 0.000000, wchange 830007696.77873957, angledelta  0.1 deg
    287. 

  287. step 216 - lrate 0.000000, wchange 833425899.76590693, angledelta  0.1 deg
    288. 

  288. step 217 - lrate 0.000000, wchange 836858173.61355436, angledelta  0.1 deg
    289. 

  289. step 218 - lrate 0.000000, wchange 840304570.63987589, angledelta  0.1 deg
    290. 

  290. step 219 - lrate 0.000000, wchange 843765170.12879717, angledelta  0.1 deg
    291. 

  291. step 220 - lrate 0.000000, wchange 847240003.37380493, angledelta  0.1 deg
    292. 

  292. step 221 - lrate 0.000000, wchange 850729154.99448693, angledelta  0.1 deg
    293. 

  293. step 222 - lrate 0.000000, wchange 854232671.82859445, angledelta  0.1 deg
    294. 

  294. step 223 - lrate 0.000000, wchange 857750607.78701675, angledelta  0.1 deg
    295. 

  295. step 224 - lrate 0.000000, wchange 861283037.12420511, angledelta  0.1 deg
    296. 

  296. step 225 - lrate 0.000000, wchange 864829994.12494004, angledelta  0.1 deg
    297. 

  297. step 226 - lrate 0.000000, wchange 868391568.59324491, angledelta  0.1 deg
    298. 

  298. step 227 - lrate 0.000000, wchange 871967803.64956129, angledelta  0.1 deg
    299. 

  299. step 228 - lrate 0.000000, wchange 875558764.91465867, angledelta  0.1 deg
    300. 

  300. step 229 - lrate 0.000000, wchange 879164506.43044364, angledelta  0.1 deg
    301. 

  301. step 230 - lrate 0.000000, wchange 882785096.06886458, angledelta  0.1 deg
    302. 

  302. step 231 - lrate 0.000000, wchange 886420588.44025838, angledelta  0.1 deg
    303. 

  303. step 232 - lrate 0.000000, wchange 890071058.32052422, angledelta  0.1 deg
    304. 

  304. step 233 - lrate 0.000000, wchange 893736544.90794301, angledelta  0.1 deg
    305. 

  305. step 234 - lrate 0.000000, wchange 897417135.49047565, angledelta  0.1 deg
    306. 

  306. step 235 - lrate 0.000000, wchange 901112880.28324842, angledelta  0.1 deg
    307. 

  307. step 236 - lrate 0.000000, wchange 904823831.43585324, angledelta  0.1 deg
    308. 

  308. step 237 - lrate 0.000000, wchange 908550056.66065657, angledelta  0.1 deg
    309. 

  309. step 238 - lrate 0.000000, wchange 912291639.03125799, angledelta  0.1 deg
    310. 

  310. step 239 - lrate 0.000000, wchange 916048616.16265130, angledelta  0.1 deg
    311. 

  311. step 240 - lrate 0.000000, wchange 919821056.79895270, angledelta  0.1 deg
    312. 

  312. step 241 - lrate 0.000000, wchange 923609037.06242907, angledelta  0.1 deg
    313. 

  313. step 242 - lrate 0.000000, wchange 927412614.51320171, angledelta  0.1 deg
    314. 

  314. step 243 - lrate 0.000000, wchange 931231840.61132777, angledelta  0.1 deg
    315. 

  315. step 244 - lrate 0.000000, wchange 935066798.74267530, angledelta  0.1 deg
    316. 

  316. step 245 - lrate 0.000000, wchange 938917547.34808517, angledelta  0.1 deg
    317. 

  317. step 246 - lrate 0.000000, wchange 942784147.00587904, angledelta  0.1 deg
    318. 

  318. step 247 - lrate 0.000000, wchange 946666664.05040050, angledelta  0.1 deg
    319. 

  319. step 248 - lrate 0.000000, wchange 950565175.54935551, angledelta  0.1 deg
    320. 

  320. step 249 - lrate 0.000000, wchange 954479725.91644907, angledelta  0.1 deg
    321. 

  321. step 250 - lrate 0.000000, wchange 958410395.97788835, angledelta  0.1 deg
    322. 

  322. step 251 - lrate 0.000000, wchange 962357247.66134572, angledelta  0.1 deg
    323. 

  323. step 252 - lrate 0.000000, wchange 966320346.26935256, angledelta  0.1 deg
    324. 

  324. step 253 - lrate 0.000000, wchange 970299768.80160964, angledelta  0.1 deg
    325. 

  325. step 254 - lrate 0.000000, wchange 974295569.23106539, angledelta  0.1 deg
    326. 

  326. step 255 - lrate 0.000000, wchange 978307818.28585875, angledelta  0.1 deg
    327. 

  327. step 256 - lrate 0.000000, wchange 982336593.01604092, angledelta  0.1 deg
    328. 

  328. step 257 - lrate 0.000000, wchange 986381946.61032844, angledelta  0.1 deg
    329. 

  329. step 258 - lrate 0.000000, wchange 990443969.01406229, angledelta  0.1 deg
    330. 

  330. step 259 - lrate 0.000000, wchange 994522698.84594452, angledelta  0.1 deg
    331. 

  331. step 260 - lrate 0.000000, wchange 998618233.44368458, angledelta  0.1 deg
    332. 

  332. step 261 - lrate 0.000000, wchange 1002730614.37231159, angledelta  0.1 deg
    333. 

  333. step 262 - lrate 0.000000, wchange 644125527.43463492, angledelta  0.1 deg
    334. 

  334. step 263 - lrate 0.000000, wchange 646246700.95299900, angledelta  0.1 deg
    335. 

  335. step 264 - lrate 0.000000, wchange 648374851.34210289, angledelta  0.1 deg
    336. 

  336. step 265 - lrate 0.000000, wchange 650510015.47851241, angledelta  0.1 deg
    337. 

  337. step 266 - lrate 0.000000, wchange 652652200.98658693, angledelta  0.1 deg
    338. 

  338. step 267 - lrate 0.000000, wchange 654801443.29116321, angledelta  0.1 deg
    339. 

  339. step 268 - lrate 0.000000, wchange 656957773.03278565, angledelta  0.1 deg
    340. 

  340. step 269 - lrate 0.000000, wchange 659121176.34109271, angledelta  0.1 deg
    341. 

  341. step 270 - lrate 0.000000, wchange 661291709.65190613, angledelta  0.1 deg
    342. 

  342. step 271 - lrate 0.000000, wchange 663469397.19042480, angledelta  0.1 deg
    343. 

  343. step 272 - lrate 0.000000, wchange 665654249.78035820, angledelta  0.1 deg
    344. 

  344. step 273 - lrate 0.000000, wchange 667846293.77140832, angledelta  0.1 deg
    345. 

  345. step 274 - lrate 0.000000, wchange 670045564.25854862, angledelta  0.1 deg
    346. 

  346. step 275 - lrate 0.000000, wchange 672252062.29980588, angledelta  0.1 deg
    347. 

  347. step 276 - lrate 0.000000, wchange 674465832.57661021, angledelta  0.1 deg
    348. 

  348. step 277 - lrate 0.000000, wchange 676686880.53756654, angledelta  0.1 deg
    349. 

  349. step 278 - lrate 0.000000, wchange 678915250.61787951, angledelta  0.1 deg
    350. 

  350. step 279 - lrate 0.000000, wchange 681150952.33368015, angledelta  0.1 deg
    351. 

  351. step 280 - lrate 0.000000, wchange 683394011.88225520, angledelta  0.1 deg
    352. 

  352. step 281 - lrate 0.000000, wchange 685644458.03755701, angledelta  0.1 deg
    353. 

  353. step 282 - lrate 0.000000, wchange 687902314.77680254, angledelta  0.1 deg
    354. 

  354. step 283 - lrate 0.000000, wchange 690167603.45271683, angledelta  0.1 deg
    355. 

  355. step 284 - lrate 0.000000, wchange 692440348.26792538, angledelta  0.1 deg
    356. 

  356. step 285 - lrate 0.000000, wchange 694720576.11600661, angledelta  0.1 deg
    357. 

  357. step 286 - lrate 0.000000, wchange 697008307.10877109, angledelta  0.1 deg
    358. 

  358. step 287 - lrate 0.000000, wchange 699303577.22285080, angledelta  0.1 deg
    359. 

  359. step 288 - lrate 0.000000, wchange 701606394.60975480, angledelta  0.1 deg
    360. 

  360. step 289 - lrate 0.000000, wchange 703916801.20215452, angledelta  0.1 deg
    361. 

  361. step 290 - lrate 0.000000, wchange 706234814.91546714, angledelta  0.1 deg
    362. 

  362. step 291 - lrate 0.000000, wchange 708560446.98217702, angledelta  0.1 deg
    363. 

  363. step 292 - lrate 0.000000, wchange 710893750.11569035, angledelta  0.1 deg
    364. 

  364. step 293 - lrate 0.000000, wchange 713234715.49174511, angledelta  0.1 deg
    365. 

  365. step 294 - lrate 0.000000, wchange 715583401.52829504, angledelta  0.1 deg
    366. 

  366. step 295 - lrate 0.000000, wchange 717939814.05414951, angledelta  0.1 deg
    367. 

  367. step 296 - lrate 0.000000, wchange 720303986.88375521, angledelta  0.1 deg
    368. 

  368. step 297 - lrate 0.000000, wchange 722675940.28590441, angledelta  0.1 deg
    369. 

  369. step 298 - lrate 0.000000, wchange 725055706.10026479, angledelta  0.1 deg
    370. 

  370. step 299 - lrate 0.000000, wchange 727443308.79584408, angledelta  0.1 deg
    371. 

  371. step 300 - lrate 0.000000, wchange 729838758.90895224, angledelta  0.1 deg
    372. 

  372. step 301 - lrate 0.000000, wchange 732242102.05141962, angledelta  0.1 deg
    373. 

  373. step 302 - lrate 0.000000, wchange 734653358.93500340, angledelta  0.1 deg
    374. 

  374. step 303 - lrate 0.000000, wchange 737072550.48992443, angledelta  0.1 deg
    375. 

  375. step 304 - lrate 0.000000, wchange 739499701.86508930, angledelta  0.1 deg
    376. 

  376. step 305 - lrate 0.000000, wchange 741934844.74978518, angledelta  0.1 deg
    377. 

  377. step 306 - lrate 0.000000, wchange 744378010.15044630, angledelta  0.1 deg
    378. 

  378. step 307 - lrate 0.000000, wchange 746829220.22526157, angledelta  0.1 deg
    379. 

  379. step 308 - lrate 0.000000, wchange 749288480.00844049, angledelta  0.1 deg
    380. 

  380. step 309 - lrate 0.000000, wchange 751755855.36731529, angledelta  0.1 deg
    381. 

  381. step 310 - lrate 0.000000, wchange 754231346.55032897, angledelta  0.1 deg
    382. 

  382. step 311 - lrate 0.000000, wchange 756714987.83089268, angledelta  0.1 deg
    383. 

  383. step 312 - lrate 0.000000, wchange 759206795.80082846, angledelta  0.1 deg
    384. 

  384. step 313 - lrate 0.000000, wchange 761706814.73841846, angledelta  0.1 deg
    385. 

  385. step 314 - lrate 0.000000, wchange 764215069.62680507, angledelta  0.1 deg
    386. 

  386. step 315 - lrate 0.000000, wchange 766731573.13803780, angledelta  0.1 deg
    387. 

  387. step 316 - lrate 0.000000, wchange 769256360.00985813, angledelta  0.1 deg
    388. 

  388. step 317 - lrate 0.000000, wchange 771789460.61743307, angledelta  0.1 deg
    389. 

  389. step 318 - lrate 0.000000, wchange 774330894.35701787, angledelta  0.1 deg
    390. 

  390. step 319 - lrate 0.000000, wchange 776880705.26529312, angledelta  0.1 deg
    391. 

  391. step 320 - lrate 0.000000, wchange 779438896.60046160, angledelta  0.1 deg
    392. 

  392. step 321 - lrate 0.000000, wchange 782005534.09860766, angledelta  0.1 deg
    393. 

  393. step 322 - lrate 0.000000, wchange 784580589.72108626, angledelta  0.1 deg
    394. 

  394. step 323 - lrate 0.000000, wchange 787164127.45076084, angledelta  0.1 deg
    395. 

  395. step 324 - lrate 0.000000, wchange 789756183.56110644, angledelta  0.1 deg
    396. 

  396. step 325 - lrate 0.000000, wchange 792356777.87796330, angledelta  0.1 deg
    397. 

  397. step 326 - lrate 0.000000, wchange 794965894.82484961, angledelta  0.1 deg
    398. 

  398. step 327 - lrate 0.000000, wchange 797583631.53738105, angledelta  0.1 deg
    399. 

  399. step 328 - lrate 0.000000, wchange 800209979.83408046, angledelta  0.1 deg
    400. 

  400. step 329 - lrate 0.000000, wchange 802844967.68642139, angledelta  0.1 deg
    401. 

  401. step 330 - lrate 0.000000, wchange 805488633.59578395, angledelta  0.1 deg
    402. 

  402. step 331 - lrate 0.000000, wchange 808140995.79404199, angledelta  0.1 deg
    403. 

  403. step 332 - lrate 0.000000, wchange 810802097.27113962, angledelta  0.1 deg
    404. 

  404. step 333 - lrate 0.000000, wchange 813471955.82517147, angledelta  0.1 deg
    405. 

  405. step 334 - lrate 0.000000, wchange 816150602.10593414, angledelta  0.1 deg
    406. 

  406. step 335 - lrate 0.000000, wchange 818838061.19131064, angledelta  0.1 deg
    407. 

  407. step 336 - lrate 0.000000, wchange 821534375.78992820, angledelta  0.1 deg
    408. 

  408. step 337 - lrate 0.000000, wchange 824239559.26760805, angledelta  0.1 deg
    409. 

  409. step 338 - lrate 0.000000, wchange 826953654.66751933, angledelta  0.1 deg
    410. 

  410. step 339 - lrate 0.000000, wchange 829676671.37337756, angledelta  0.1 deg
    411. 

  411. step 340 - lrate 0.000000, wchange 832408658.07292783, angledelta  0.1 deg
    412. 

  412. step 341 - lrate 0.000000, wchange 835149641.83826685, angledelta  0.1 deg
    413. 

  413. step 342 - lrate 0.000000, wchange 837899638.23441672, angledelta  0.1 deg
    414. 

  414. step 343 - lrate 0.000000, wchange 840658691.72063744, angledelta  0.1 deg
    415. 

  415. step 344 - lrate 0.000000, wchange 843426830.10786700, angledelta  0.1 deg
    416. 

  416. step 345 - lrate 0.000000, wchange 846204072.62233448, angledelta  0.1 deg
    417. 

  417. step 346 - lrate 0.000000, wchange 848990459.11619282, angledelta  0.1 deg
    418. 

  418. step 347 - lrate 0.000000, wchange 851786032.98255503, angledelta  0.1 deg
    419. 

  419. step 348 - lrate 0.000000, wchange 854590787.38380873, angledelta  0.1 deg
    420. 

  420. step 349 - lrate 0.000000, wchange 857404778.41032386, angledelta  0.1 deg
    421. 

  421. step 350 - lrate 0.000000, wchange 860228030.57021952, angledelta  0.1 deg
    422. 

  422. step 351 - lrate 0.000000, wchange 863060580.27663720, angledelta  0.1 deg
    423. 

  423. step 352 - lrate 0.000000, wchange 865902454.46009338, angledelta  0.1 deg
    424. 

  424. step 353 - lrate 0.000000, wchange 868753679.56957805, angledelta  0.1 deg
    425. 

  425. step 354 - lrate 0.000000, wchange 871614295.68140888, angledelta  0.1 deg
    426. 

  426. step 355 - lrate 0.000000, wchange 874484320.44731045, angledelta  0.1 deg
    427. 

  427. step 356 - lrate 0.000000, wchange 877363795.97891760, angledelta  0.1 deg
    428. 

  428. step 357 - lrate 0.000000, wchange 880252756.21047533, angledelta  0.1 deg
    429. 

  429. step 358 - lrate 0.000000, wchange 883151210.20515752, angledelta  0.1 deg
    430. 

  430. step 359 - lrate 0.000000, wchange 886059213.16882348, angledelta  0.1 deg
    431. 

  431. step 360 - lrate 0.000000, wchange 888976781.15057194, angledelta  0.1 deg
    432. 

  432. step 361 - lrate 0.000000, wchange 891903954.84453106, angledelta  0.1 deg
    433. 

  433. step 362 - lrate 0.000000, wchange 894840770.33721673, angledelta  0.1 deg
    434. 

  434. step 363 - lrate 0.000000, wchange 897787248.59699726, angledelta  0.1 deg
    435. 

  435. step 364 - lrate 0.000000, wchange 900743422.99972153, angledelta  0.1 deg
    436. 

  436. step 365 - lrate 0.000000, wchange 903709333.53240526, angledelta  0.1 deg
    437. 

  437. step 366 - lrate 0.000000, wchange 906684997.59085858, angledelta  0.1 deg
    438. 

  438. step 367 - lrate 0.000000, wchange 909670452.59038043, angledelta  0.1 deg
    439. 

  439. step 368 - lrate 0.000000, wchange 912665741.00198162, angledelta  0.1 deg
    440. 

  440. step 369 - lrate 0.000000, wchange 915670893.33224618, angledelta  0.1 deg
    441. 

  441. step 370 - lrate 0.000000, wchange 918685926.73953867, angledelta  0.1 deg
    442. 

  442. step 371 - lrate 0.000000, wchange 921710887.04250467, angledelta  0.1 deg
    443. 

  443. step 372 - lrate 0.000000, wchange 924745825.71640110, angledelta  0.1 deg
    444. 

  444. step 373 - lrate 0.000000, wchange 927790705.70977056, angledelta  0.1 deg
    445. 

  445. step 374 - lrate 0.000000, wchange 930845652.23646486, angledelta  0.1 deg
    446. 

  446. step 375 - lrate 0.000000, wchange 933910623.43628871, angledelta  0.1 deg
    447. 

  447. step 376 - lrate 0.000000, wchange 936985690.28993809, angledelta  0.1 deg
    448. 

  448. step 377 - lrate 0.000000, wchange 940070895.20647597, angledelta  0.1 deg
    449. 

  449. step 378 - lrate 0.000000, wchange 943166231.31787694, angledelta  0.1 deg
    450. 

  450. step 379 - lrate 0.000000, wchange 946271775.18641603, angledelta  0.1 deg
    451. 

  451. step 380 - lrate 0.000000, wchange 949387526.07200015, angledelta  0.1 deg
    452. 

  452. step 381 - lrate 0.000000, wchange 952513528.68561375, angledelta  0.1 deg
    453. 

  453. step 382 - lrate 0.000000, wchange 955649828.97723174, angledelta  0.1 deg
    454. 

  454. step 383 - lrate 0.000000, wchange 958796465.71280265, angledelta  0.1 deg
    455. 

  455. step 384 - lrate 0.000000, wchange 961953429.66912913, angledelta  0.1 deg
    456. 

  456. step 385 - lrate 0.000000, wchange 965120805.22559166, angledelta  0.1 deg
    457. 

  457. step 386 - lrate 0.000000, wchange 968298591.79322457, angledelta  0.1 deg
    458. 

  458. step 387 - lrate 0.000000, wchange 971486838.40957439, angledelta  0.1 deg
    459. 

  459. step 388 - lrate 0.000000, wchange 974685590.71160889, angledelta  0.1 deg
    460. 

  460. step 389 - lrate 0.000000, wchange 977894862.90755832, angledelta  0.1 deg
    461. 

  461. step 390 - lrate 0.000000, wchange 981114701.00810325, angledelta  0.1 deg
    462. 

  462. step 391 - lrate 0.000000, wchange 984345130.66096306, angledelta  0.1 deg
    463. 

  463. step 392 - lrate 0.000000, wchange 987586184.91798937, angledelta  0.1 deg
    464. 

  464. step 393 - lrate 0.000000, wchange 990837921.15490365, angledelta  0.1 deg
    465. 

  465. step 394 - lrate 0.000000, wchange 994100352.54520178, angledelta  0.1 deg
    466. 

  466. step 395 - lrate 0.000000, wchange 997373518.19101965, angledelta  0.1 deg
    467. 

  467. step 396 - lrate 0.000000, wchange 1000657473.79740405, angledelta  0.1 deg
    468. 

  468. step 397 - lrate 0.000000, wchange 642318213.12746239, angledelta  0.1 deg
    469. 

  469. step 398 - lrate 0.000000, wchange 644009558.68730080, angledelta  0.1 deg
    470. 

  470. step 399 - lrate 0.000000, wchange 645705371.18513262, angledelta  0.1 deg
    471. 

  471. step 400 - lrate 0.000000, wchange 647405635.74025750, angledelta  0.1 deg
    472. 

  472. step 401 - lrate 0.000000, wchange 649110373.51391721, angledelta  0.1 deg
    473. 

  473. step 402 - lrate 0.000000, wchange 650819601.20690906, angledelta  0.1 deg
    474. 

  474. step 403 - lrate 0.000000, wchange 652533332.11891878, angledelta  0.1 deg
    475. 

  475. step 404 - lrate 0.000000, wchange 654251570.35272515, angledelta  0.1 deg
    476. 

  476. step 405 - lrate 0.000000, wchange 655974323.35461509, angledelta  0.1 deg
    477. 

  477. step 406 - lrate 0.000000, wchange 657701625.03085995, angledelta  0.1 deg
    478. 

  478. step 407 - lrate 0.000000, wchange 659433464.27391601, angledelta  0.1 deg
    479. 

  479. step 408 - lrate 0.000000, wchange 661169873.26734996, angledelta  0.1 deg
    480. 

  480. step 409 - lrate 0.000000, wchange 662910839.38888717, angledelta  0.1 deg
    481. 

  481. step 410 - lrate 0.000000, wchange 664656384.22425699, angledelta  0.1 deg
    482. 

  482. step 411 - lrate 0.000000, wchange 666406534.45057487, angledelta  0.1 deg
    483. 

  483. step 412 - lrate 0.000000, wchange 668161290.73195696, angledelta  0.1 deg
    484. 

  484. step 413 - lrate 0.000000, wchange 669920660.71290505, angledelta  0.1 deg
    485. 

  485. step 414 - lrate 0.000000, wchange 671684656.02856898, angledelta  0.1 deg
    486. 

  486. step 415 - lrate 0.000000, wchange 673453296.31257737, angledelta  0.1 deg
    487. 

  487. step 416 - lrate 0.000000, wchange 675226596.70842671, angledelta  0.1 deg
    488. 

  488. step 417 - lrate 0.000000, wchange 677004566.86344731, angledelta  0.1 deg
    489. 

  489. step 418 - lrate 0.000000, wchange 678787217.94579339, angledelta  0.1 deg
    490. 

  490. step 419 - lrate 0.000000, wchange 680574551.86027813, angledelta  0.1 deg
    491. 

  491. step 420 - lrate 0.000000, wchange 682366592.48462844, angledelta  0.1 deg
    492. 

  492. step 421 - lrate 0.000000, wchange 684163357.19871652, angledelta  0.1 deg
    493. 

  493. step 422 - lrate 0.000000, wchange 685964845.58468711, angledelta  0.1 deg
    494. 

  494. step 423 - lrate 0.000000, wchange 687771060.68368614, angledelta  0.1 deg
    495. 

  495. step 424 - lrate 0.000000, wchange 689582048.41458929, angledelta  0.1 deg
    496. 

  496. step 425 - lrate 0.000000, wchange 691397809.89561462, angledelta  0.1 deg
    497. 

  497. step 426 - lrate 0.000000, wchange 693218336.23734832, angledelta  0.1 deg
    498. 

  498. step 427 - lrate 0.000000, wchange 695043639.69059694, angledelta  0.1 deg
    499. 

  499. step 428 - lrate 0.000000, wchange 696873761.37545347, angledelta  0.1 deg
    500. 

  500. step 429 - lrate 0.000000, wchange 698708702.42454445, angledelta  0.1 deg
    501. 

  501. step 430 - lrate 0.000000, wchange 700548476.79188979, angledelta  0.1 deg
    502. 

  502. step 431 - lrate 0.000000, wchange 702393077.58579314, angledelta  0.1 deg
    503. 

  503. step 432 - lrate 0.000000, wchange 704242553.11124754, angledelta  0.1 deg
    504. 

  504. step 433 - lrate 0.000000, wchange 706096880.85527873, angledelta  0.1 deg
    505. 

  505. step 434 - lrate 0.000000, wchange 707956088.55749714, angledelta  0.1 deg
    506. 

  506. step 435 - lrate 0.000000, wchange 709820197.05313170, angledelta  0.1 deg
    507. 

  507. step 436 - lrate 0.000000, wchange 711689206.71618509, angledelta  0.1 deg
    508. 

  508. step 437 - lrate 0.000000, wchange 713563142.62925637, angledelta  0.1 deg
    509. 

  509. step 438 - lrate 0.000000, wchange 715442003.35482490, angledelta  0.1 deg
    510. 

  510. step 439 - lrate 0.000000, wchange 717325817.10257542, angledelta  0.1 deg
    511. 

  511. step 440 - lrate 0.000000, wchange 719214572.19227147, angledelta  0.1 deg
    512. 

  512. step 441 - lrate 0.000000, wchange 721108310.65939009, angledelta  0.1 deg
    513. 

  513. step 442 - lrate 0.000000, wchange 723007028.59998620, angledelta  0.1 deg
    514. 

  514. step 443 - lrate 0.000000, wchange 724910740.95203114, angledelta  0.1 deg
    515. 

  515. step 444 - lrate 0.000000, wchange 726819471.63712287, angledelta  0.1 deg
    516. 

  516. step 445 - lrate 0.000000, wchange 728733233.53203237, angledelta  0.1 deg
    517. 

  517. step 446 - lrate 0.000000, wchange 730652023.31802344, angledelta  0.1 deg
    518. 

  518. step 447 - lrate 0.000000, wchange 732575845.71934807, angledelta  0.1 deg
    519. 

  519. step 448 - lrate 0.000000, wchange 734504740.19640005, angledelta  0.1 deg
    520. 

  520. step 449 - lrate 0.000000, wchange 736438723.20525157, angledelta  0.1 deg
    521. 

  521. step 450 - lrate 0.000000, wchange 738377785.94819927, angledelta  0.1 deg
    522. 

  522. step 451 - lrate 0.000000, wchange 740321951.41514635, angledelta  0.1 deg
    523. 

  523. step 452 - lrate 0.000000, wchange 742271239.13186312, angledelta  0.1 deg
    524. 

  524. step 453 - lrate 0.000000, wchange 744225651.28217185, angledelta  0.1 deg
    525. 

  525. step 454 - lrate 0.000000, wchange 746185203.91838109, angledelta  0.1 deg
    526. 

  526. step 455 - lrate 0.000000, wchange 748149924.97437334, angledelta  0.1 deg
    527. 

  527. step 456 - lrate 0.000000, wchange 750119804.63058054, angledelta  0.1 deg
    528. 

  528. step 457 - lrate 0.000000, wchange 752094878.54413354, angledelta  0.1 deg
    529. 

  529. step 458 - lrate 0.000000, wchange 754075144.49843228, angledelta  0.1 deg
    530. 

  530. step 459 - lrate 0.000000, wchange 756060619.89936984, angledelta  0.1 deg
    531. 

  531. step 460 - lrate 0.000000, wchange 758051331.20907021, angledelta  0.1 deg
    532. 

  532. step 461 - lrate 0.000000, wchange 760047268.62189317, angledelta  0.1 deg
    533. 

  533. step 462 - lrate 0.000000, wchange 762048470.51303887, angledelta  0.1 deg
    534. 

  534. step 463 - lrate 0.000000, wchange 764054920.84027338, angledelta  0.1 deg
    535. 

  535. step 464 - lrate 0.000000, wchange 766066665.12373638, angledelta  0.1 deg
    536. 

  536. step 465 - lrate 0.000000, wchange 768083715.03425825, angledelta  0.1 deg
    537. 

  537. step 466 - lrate 0.000000, wchange 770106057.86474264, angledelta  0.1 deg
    538. 

  538. step 467 - lrate 0.000000, wchange 772133711.23217630, angledelta  0.1 deg
    539. 

  539. step 468 - lrate 0.000000, wchange 774166713.58752179, angledelta  0.1 deg
    540. 

  540. step 469 - lrate 0.000000, wchange 776205067.44943404, angledelta  0.1 deg
    541. 

  541. step 470 - lrate 0.000000, wchange 778248781.25243318, angledelta  0.1 deg
    542. 

  542. step 471 - lrate 0.000000, wchange 780297871.63069594, angledelta  0.1 deg
    543. 

  543. step 472 - lrate 0.000000, wchange 782352362.59491444, angledelta  0.1 deg
    544. 

  544. step 473 - lrate 0.000000, wchange 784412250.99636972, angledelta  0.1 deg
    545. 

  545. step 474 - lrate 0.000000, wchange 786477560.64194775, angledelta  0.1 deg
    546. 

  546. step 475 - lrate 0.000000, wchange 788548307.91559076, angledelta  0.1 deg
    547. 

  547. step 476 - lrate 0.000000, wchange 790624501.66234875, angledelta  0.1 deg
    548. 

  548. step 477 - lrate 0.000000, wchange 792706165.98356438, angledelta  0.1 deg
    549. 

  549. step 478 - lrate 0.000000, wchange 794793314.41109967, angledelta  0.1 deg
    550. 

  550. step 479 - lrate 0.000000, wchange 796885930.33141804, angledelta  0.1 deg
    551. 

  551. step 480 - lrate 0.000000, wchange 798984067.57790422, angledelta  0.1 deg
    552. 

  552. step 481 - lrate 0.000000, wchange 801087726.59055769, angledelta  0.1 deg
    553. 

  553. step 482 - lrate 0.000000, wchange 803196921.63202572, angledelta  0.1 deg
    554. 

  554. step 483 - lrate 0.000000, wchange 805311674.44820678, angledelta  0.1 deg
    555. 

  555. step 484 - lrate 0.000000, wchange 807431980.14133441, angledelta  0.1 deg
    556. 

  556. step 485 - lrate 0.000000, wchange 809557867.05402517, angledelta  0.1 deg
    557. 

  557. step 486 - lrate 0.000000, wchange 811689350.16108704, angledelta  0.1 deg
    558. 

  558. step 487 - lrate 0.000000, wchange 813826443.62939084, angledelta  0.1 deg
    559. 

  559. step 488 - lrate 0.000000, wchange 815969159.60122943, angledelta  0.1 deg
    560. 

  560. step 489 - lrate 0.000000, wchange 818117512.39361525, angledelta  0.1 deg
    561. 

  561. step 490 - lrate 0.000000, wchange 820271525.86358976, angledelta  0.1 deg
    562. 

  562. step 491 - lrate 0.000000, wchange 822431195.06299376, angledelta  0.1 deg
    563. 

  563. step 492 - lrate 0.000000, wchange 824596574.17228818, angledelta  0.1 deg
    564. 

  564. step 493 - lrate 0.000000, wchange 826767607.63769293, angledelta  0.1 deg
    565. 

  565. step 494 - lrate 0.000000, wchange 828944398.69071507, angledelta  0.1 deg
    566. 

  566. step 495 - lrate 0.000000, wchange 831126876.75795698, angledelta  0.1 deg
    567. 

  567. step 496 - lrate 0.000000, wchange 833315120.45828640, angledelta  0.1 deg
    568. 

  568. step 497 - lrate 0.000000, wchange 835509127.23449087, angledelta  0.1 deg
    569. 

  569. step 498 - lrate 0.000000, wchange 837708885.74830842, angledelta  0.1 deg
    570. 

  570. step 499 - lrate 0.000000, wchange 839914449.91499448, angledelta  0.1 deg
    571. 

  571. step 500 - lrate 0.000000, wchange 842125807.70659649, angledelta  0.1 deg
    572. 

  572. step 501 - lrate 0.000000, wchange 844342984.13708651, angledelta  0.1 deg
    573. 

  573. step 502 - lrate 0.000000, wchange 846566005.38762653, angledelta  0.1 deg
    574. 

  574. step 503 - lrate 0.000000, wchange 848794876.61709738, angledelta  0.1 deg
    575. 

  575. step 504 - lrate 0.000000, wchange 851029607.29579222, angledelta  0.1 deg
    576. 

  576. step 505 - lrate 0.000000, wchange 853270207.99851024, angledelta  0.1 deg
    577. 

  577. step 506 - lrate 0.000000, wchange 855516731.43422341, angledelta  0.1 deg
    578. 

  578. step 507 - lrate 0.000000, wchange 857769133.86540139, angledelta  0.1 deg
    579. 

  579. step 508 - lrate 0.000000, wchange 860027476.12488294, angledelta  0.1 deg
    580. 

  580. step 509 - lrate 0.000000, wchange 862291757.28333700, angledelta  0.1 deg
    581. 

  581. step 510 - lrate 0.000000, wchange 864562010.23594117, angledelta  0.1 deg
    582. 

  582. step 511 - lrate 0.000000, wchange 866838245.89343524, angledelta  0.1 deg
    583. 

  583. step 512 - lrate 0.000000, wchange 869120428.15770471, angledelta  0.1 deg
    584. 

  584. Sorting components in descending order of mean projected variance ...
    585.